| |
| // Copyright (c) 2020, ARM Limited. |
| // |
| // Licensed under the Apache License, Version 2.0 (the "License"); |
| // you may not use this file except in compliance with the License. |
| // You may obtain a copy of the License at |
| // |
| // http://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, software |
| // distributed under the License is distributed on an "AS IS" BASIS, |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| // See the License for the specific language governing permissions and |
| // limitations under the License. |
| |
| #ifndef OPS_OP_FACTORY_H |
| #define OPS_OP_FACTORY_H |
| |
| #include "attribute.h" |
| #include "graph_node.h" |
| #include "quant_info.h" |
| #include "template_types.h" |
| #include "tosa_serialization_handler.h" |
| |
| #define DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, RANK, DTYPE) \ |
| case RANK: \ |
| return new OP<RANK, DType_##DTYPE>(attribute, qinfo, id); |
| |
| #define DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, RANK, DTYPE1, DTYPE2) \ |
| case RANK: \ |
| return new OP<RANK, DType_##DTYPE1, DType_##DTYPE2>(attribute, qinfo, id); |
| |
| #define DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, RANK1, RANK2, DTYPE) \ |
| case RANK2: \ |
| return new OP<RANK1, RANK2, DType_##DTYPE>(attribute, qinfo, id); |
| |
| #define DEF_FACTORY_TWO_RANK_TWO_TYPE(OP, RANK1, RANK2, DTYPE1, DTYPE2) \ |
| case RANK2: \ |
| return new OP<RANK1, RANK2, DType_##DTYPE1, DType_##DTYPE2>(attribute, qinfo, id); |
| |
| #define DEF_FACTORY_ONE_RANK_0_6(OP) \ |
| switch (inputRank) \ |
| { \ |
| case 0: \ |
| return new OP<0>(attribute, qinfo, id); \ |
| case 1: \ |
| return new OP<1>(attribute, qinfo, id); \ |
| case 2: \ |
| return new OP<2>(attribute, qinfo, id); \ |
| case 3: \ |
| return new OP<3>(attribute, qinfo, id); \ |
| case 4: \ |
| return new OP<4>(attribute, qinfo, id); \ |
| case 5: \ |
| return new OP<5>(attribute, qinfo, id); \ |
| case 6: \ |
| return new OP<6>(attribute, qinfo, id); \ |
| } |
| |
| #define DEF_FACTORY_ONE_TYPE(OP, DTYPE) \ |
| if (inputDType == DType_##DTYPE) \ |
| { \ |
| return new OP<DType_##DTYPE>(attribute, qinfo, id); \ |
| } |
| |
| #define DEF_FACTORY_TWO_TYPE(OP, DTYPE1, DTYPE2) \ |
| if (inputDType == DType_##DTYPE1 && weightDType == DType_##DTYPE2) \ |
| { \ |
| return new OP<DType_##DTYPE1, DType_##DTYPE2>(attribute, qinfo, id); \ |
| } |
| |
| #define DEF_FACTORY_TWO_TYPE_RESIZE(OP, DTYPE1, DTYPE2) \ |
| if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ |
| { \ |
| return new OP<DType_##DTYPE1, DType_##DTYPE2>(attribute, qinfo, id); \ |
| } |
| |
| #define DEF_FACTORY_RANK0_6_ONE_RANK_ONE_TYPE(OP, DTYPE) \ |
| if (inputDType == DType_##DTYPE) \ |
| { \ |
| switch (inputRank) \ |
| { \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 0, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 1, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 2, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 3, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 4, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 5, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 6, DTYPE) \ |
| } \ |
| } |
| |
| #define DEF_FACTORY_RANK1_6_ONE_RANK_ONE_TYPE(OP, DTYPE) \ |
| if (inputDType == DType_##DTYPE) \ |
| { \ |
| switch (inputRank) \ |
| { \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 1, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 2, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 3, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 4, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 5, DTYPE) \ |
| DEF_FACTORY_ONE_RANK_ONE_TYPE(OP, 6, DTYPE) \ |
| } \ |
| } |
| |
| #define DEF_FACTORY_RANK0_6_ONE_RANK_TWO_TYPE(OP, DTYPE1, DTYPE2) \ |
| if (inputDType == DType_##DTYPE1 && outputDType == DType_##DTYPE2) \ |
| { \ |
| switch (inputRank) \ |
| { \ |
| DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 0, DTYPE1, DTYPE2) \ |
| DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 1, DTYPE1, DTYPE2) \ |
| DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 2, DTYPE1, DTYPE2) \ |
| DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 3, DTYPE1, DTYPE2) \ |
| DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 4, DTYPE1, DTYPE2) \ |
| DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 5, DTYPE1, DTYPE2) \ |
| DEF_FACTORY_ONE_RANK_TWO_TYPE(OP, 6, DTYPE1, DTYPE2) \ |
| } \ |
| } |
| |
| #define DEF_FACTORY_RESHAPE(OP, DTYPE) \ |
| if (inputDType == DType_##DTYPE && outputDType == DType_##DTYPE) \ |
| { \ |
| switch (inputRank) \ |
| { \ |
| case 0: \ |
| { \ |
| switch (outputRank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 0, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 1, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 2, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 3, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 4, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 5, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 0, 6, DTYPE) \ |
| } \ |
| } \ |
| case 1: \ |
| { \ |
| switch (outputRank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 0, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 1, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 2, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 3, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 4, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 5, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 6, DTYPE) \ |
| } \ |
| } \ |
| case 2: \ |
| { \ |
| switch (outputRank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 0, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 1, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 2, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 3, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 4, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 5, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 6, DTYPE) \ |
| } \ |
| } \ |
| case 3: \ |
| { \ |
| switch (outputRank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 0, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 1, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 2, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 3, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 4, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 5, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 6, DTYPE) \ |
| } \ |
| } \ |
| case 4: \ |
| { \ |
| switch (outputRank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 0, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 1, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 2, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 3, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 4, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 5, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 6, DTYPE) \ |
| } \ |
| } \ |
| case 5: \ |
| { \ |
| switch (outputRank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 0, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 1, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 2, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 3, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 4, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 5, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 6, DTYPE) \ |
| } \ |
| } \ |
| case 6: \ |
| { \ |
| switch (outputRank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 0, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 1, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 2, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 3, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 4, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 5, DTYPE) \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 6, DTYPE) \ |
| } \ |
| } \ |
| } \ |
| } |
| |
| #define DEF_FACTORY_GATHER(OP, DTYPE) \ |
| if (inputDType == DType_##DTYPE && outputDType == DType_##DTYPE) \ |
| { \ |
| switch (inputRank) \ |
| { \ |
| case 1: \ |
| switch (index_rank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 1, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 2, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 3, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 4, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 5, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 1, 6, DTYPE); \ |
| } \ |
| case 2: \ |
| switch (index_rank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 1, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 2, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 3, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 4, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 2, 5, DTYPE); \ |
| } \ |
| case 3: \ |
| switch (index_rank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 1, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 2, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 3, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 3, 4, DTYPE); \ |
| } \ |
| case 4: \ |
| switch (index_rank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 1, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 2, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 4, 3, DTYPE); \ |
| } \ |
| case 5: \ |
| switch (index_rank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 1, DTYPE); \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 5, 2, DTYPE); \ |
| } \ |
| case 6: \ |
| switch (index_rank) \ |
| { \ |
| DEF_FACTORY_TWO_RANK_ONE_TYPE(OP, 6, 1, DTYPE); \ |
| } \ |
| } \ |
| } |
| |
| namespace TosaReference |
| { |
| |
| class OpFactory |
| { |
| public: |
| static GraphNode* newOp(tosa::TosaSerializationHandler* tsh, |
| tosa::Op opType, |
| tosa::TosaAttributeBase* attribute, |
| tosa::TosaQuantInfoBase* qinfo, |
| uint64_t id, |
| tosa::DType inputDType, |
| int inputRank, |
| tosa::DType outputDType, |
| int outputRank, |
| tosa::DType weightDType, |
| int weightRank); |
| }; |
| }; // namespace TosaReference |
| |
| #endif |